firestore-palm-summarize-text/extension.yaml (204 lines of code) (raw):
# Learn detailed information about the fields of an extension.yaml file in the docs:
# https://firebase.google.com/docs/extensions/alpha/ref-extension-yaml
name: firestore-palm-summarize-text # Identifier for your extension
version: 0.1.11 # Follow semver versioning
specVersion: v1beta # Version of the Firebase Extensions specification
# Friendly display name for your extension (~3-5 words)
displayName: Summarize Text with PaLM API
# Brief description of the task your extension performs (~1 sentence)
description: >-
Summarizes text in Firestore documents using PaLM API.
license: Apache-2.0 # https://spdx.org/licenses/
icon: icon.png
tags:
[
ai,
palm,
summarization-api,
generative-ai,
text-ai,
language-ai,
large-language-models,
llm,
nlp,
google-ai,
]
author:
authorName: Google Cloud
url: https://cloud.google.com/
contributors:
- authorName: Invertase
email: oss@invertase.io
url: https://github.com/invertase
# Public URL for the source code of your extension
sourceUrl: https://github.com/GoogleCloudPlatform/firebase-extensions/tree/main/firestore-palm-summarize-text
releaseNotesUrl: https://github.com/GoogleCloudPlatform/firebase-extensions/tree/main/firestore-palm-summarize-text/CHANGELOG.md
# Specify whether a paid-tier billing plan is required to use your extension.
# Learn more in the docs: https://firebase.google.com/docs/extensions/alpha/ref-extension-yaml#billing-required-field
billingRequired: true
# In an `apis` field, list any Google APIs (like Cloud Translation, BigQuery, etc.)
# required for your extension to operate.
# Learn more in the docs: https://firebase.google.com/docs/extensions/alpha/ref-extension-yaml#apis-field
apis:
- apiName: aiplatform.googleapis.com
reason: For access to the PaLM API if the Vertex AI PaLM provider is chosen.
# In a `roles` field, list any IAM access roles required for your extension to operate.
# Learn more in the docs: https://firebase.google.com/docs/extensions/alpha/ref-extension-yaml#roles-field
roles:
- role: datastore.user
reason:
Allows this extension to access Cloud Firestore to read and process added
text.
- role: aiplatform.user
reason:
Allows this extension to access the PaLM API via Vertex AI if this
provider is chosen.
# In the `resources` field, list each of your extension's functions, including the trigger for each function.
# Learn more in the docs: https://firebase.google.com/docs/extensions/alpha/ref-extension-yaml#resources-field
resources:
- name: generateSummary
type: firebaseextensions.v1beta.function
description: >-
Listens to Firestore data writes to generate summaries.
properties:
# LOCATION is a user-configured parameter value specified by the user during installation.
location: ${LOCATION}
# httpsTrigger is used for an HTTP triggered function.
eventTrigger:
eventType: providers/cloud.firestore/eventTypes/document.write
resource: projects/${PROJECT_ID}/databases/(default)/documents/${COLLECTION_NAME}/{summaryId}
runtime: 'nodejs18'
# In the `params` field, set up your extension's user-configured parameters.
# Learn more in the docs: https://firebase.google.com/docs/extensions/alpha/ref-extension-yaml#params-field
params:
- param: PALM_API_PROVIDER
label: Palm API Provider
description: >-
There are two services which provide access to the PaLM API. Which would
you like to use? If Vertex AI is selected, the service will be
automatically enabled. If Generative Language is selected, you can provide
an API key obtained through MakerSuite or your GCP console, or use
Application Default Credentials if the Generative Language AI is enabled
in your google cloud project.
type: select
options:
- label: Vertex AI
value: vertex
- label: Generative Language AI for Developers
value: generative
required: true
default: vertex
immutable: false
- param: API_KEY
label: API Key (Generative Language AI for Developers Provider ONLY)
description: >-
If you selected Generative AI for Developers as your PaLM API provider,
you can optionally choose to provide an API key. If you do not provide an
API key, the extension will use Application Default Credentials, but will
need the service enabled in GCP.
type: secret
required: false
immutable: false
- param: COLLECTION_NAME
label: Collection Name
description: >-
Path to the Firestore collection where messages will be generated.
type: string
validationRegex: '^[^/]+(/[^/]+/[^/]+)*$'
validationErrorMessage: Must be a valid Cloud Firestore Collection
example: text_documents
required: true
immutable: false
- param: TEXT_FIELD
label: Text field
description: >-
The field of the document containing text to summarize.
type: string
default: text
required: true
immutable: false
- param: RESPONSE_FIELD
label: Response Field
description: >-
The field in the message document into which to put the response.
type: string
default: summary
required: true
immutable: false
- param: TARGET_SUMMARY_LENGTH
label: Target Summary Length
description: >-
Number of sentences you would like the summary to be.
type: string
example: 10
validationRegex: ^([1-9]|10)$
validationErrorMessage:
Invalid TARGET_SUMMARY_LENGTH, must be an integer between 1 and 10.
required: false
immutable: false
- param: MAX_OUTPUT_TOKENS
label: Maximum number of tokens
description: >-
If you have selected the Vertex AI service as your PaLM API provider, this
parameter will be used to set the max_tokens parameter in the Vertex API
request. It should be an integer in the range [1,1024]. The default value
for the extension is 1024.
type: string
validationRegex: ^(102[0-4]|10[01][0-9]|100[0-9]|[1-9][0-9]{0,2})$
validationErrorMessage: Please specify an integer in the range [1,1024]
required: false
default: 1024
immutable: false
- param: CONTENT_FILTER_THRESHOLD
label: Content Filter Threshold
description: >-
Threshold for harmful content. Specify what level of harmful content is
blocked by the PaLM provider. This threshold is applicable only to the
Generative Language PaLM API.
type: select
options:
- label: Default
value: HARM_BLOCK_THRESHOLD_UNSPECIFIED
- label: Block low and above
value: BLOCK_LOW_AND_ABOVE
- label: Block medium and above
value: BLOCK_MEDIUM_AND_ABOVE
- label: Block only high
value: BLOCK_ONLY_HIGH
- label: Block none
value: BLOCK_NONE
required: false
default: HARM_BLOCK_THRESHOLD_UNSPECIFIED
immutable: false
- param: LOCATION
label: Cloud Functions location
description: >-
Where do you want to deploy the functions created for this extension? For
help selecting a location, refer to the [location selection
guide](https://firebase.google.com/docs/functions/locations).
type: select
options:
- label: Iowa (us-central1)
value: us-central1
- label: South Carolina (us-east1)
value: us-east1
- label: Northern Virginia (us-east4)
value: us-east4
- label: Los Angeles (us-west2)
value: us-west2
- label: Salt Lake City (us-west3)
value: us-west3
- label: Las Vegas (us-west4)
value: us-west4
- label: Warsaw (europe-central2)
value: europe-central2
- label: Belgium (europe-west1)
value: europe-west1
- label: London (europe-west2)
value: europe-west2
- label: Frankfurt (europe-west3)
value: europe-west3
- label: Zurich (europe-west6)
value: europe-west6
- label: Hong Kong (asia-east2)
value: asia-east2
- label: Tokyo (asia-northeast1)
value: asia-northeast1
- label: Osaka (asia-northeast2)
value: asia-northeast2
- label: Seoul (asia-northeast3)
value: asia-northeast3
- label: Mumbai (asia-south1)
value: asia-south1
- label: Jakarta (asia-southeast2)
value: asia-southeast2
- label: Montreal (northamerica-northeast1)
value: northamerica-northeast1
- label: Sao Paulo (southamerica-east1)
value: southamerica-east1
- label: Sydney (australia-southeast1)
value: australia-southeast1
required: true
immutable: true